My EDA

Dataset statistics

Number of variables	18
Number of observations	207260
Missing cells	913021
Missing cells (%)	24.5%
Total size in memory	28.5 MiB
Average record size in memory	144.0 B

Variable types

Text	17
Numeric	1

Alerts

`Sub-product` has 43015 (20.8%) missing values	Missing
`Sub-issue` has 196913 (95.0%) missing values	Missing
`Consumer complaint narrative` has 177869 (85.8%) missing values	Missing
`Company public response` has 148802 (71.8%) missing values	Missing
`State` has 2194 (1.1%) missing values	Missing
`ZIP code` has 9286 (4.5%) missing values	Missing
`Tags` has 178995 (86.4%) missing values	Missing
`Consumer consent provided?` has 155947 (75.2%) missing values	Missing
`Complaint ID` has unique values	Unique

Reproduction

Analysis started	2023-11-05 04:56:57.389685
Analysis finished	2023-11-05 04:57:15.813981
Duration	18.42 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

Date received
Text

Distinct	1947
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	2072600
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	2016-10-26
2nd row	2015-03-27
3rd row	2015-04-20
4th row	2013-04-29
5th row	2013-05-29

Value	Count	Frequency (%)
2012-05-15	380	0.2%
2012-05-17	379	0.2%
2013-02-07	348	0.2%
2012-05-31	326	0.2%
2014-06-26	325	0.2%
2012-06-04	323	0.2%
2013-01-08	321	0.2%
2013-01-16	317	0.2%
2015-08-26	312	0.2%
2015-08-27	312	0.2%
Other values (1937)	203917	98.4%

Most occurring characters

Value	Count	Frequency (%)
0	466051	22.5%
-	414520	20.0%
1	381380	18.4%
2	367639	17.7%
3	94011	4.5%
6	79070	3.8%
5	74114	3.6%
4	72451	3.5%
7	48016	2.3%
8	37960	1.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1658080	80.0%
Dash Punctuation	414520	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	466051	28.1%
1	381380	23.0%
2	367639	22.2%
3	94011	5.7%
6	79070	4.8%
5	74114	4.5%
4	72451	4.4%
7	48016	2.9%
8	37960	2.3%
9	37388	2.3%

Dash Punctuation

Value	Count	Frequency (%)
-	414520	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2072600	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	466051	22.5%
-	414520	20.0%
1	381380	18.4%
2	367639	17.7%
3	94011	4.5%
6	79070	3.8%
5	74114	3.6%
4	72451	3.5%
7	48016	2.3%
8	37960	1.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2072600	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	466051	22.5%
-	414520	20.0%
1	381380	18.4%
2	367639	17.7%
3	94011	4.5%
6	79070	3.8%
5	74114	3.6%
4	72451	3.5%
7	48016	2.3%
8	37960	1.8%

Product
Text

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

Length

Max length	23
Median length	16
Mean length	12.37997684
Min length	8

Characters and Unicode

Total characters	2565874
Distinct characters	30
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Money transfers
2nd row	Bank account or service
3rd row	Bank account or service
4th row	Mortgage
5th row	Mortgage

Value	Count	Frequency (%)
mortgage	101680	25.3%
service	44826	11.1%
account	44594	11.1%
or	44594	11.1%
bank	44594	11.1%
credit	42932	10.7%
card	42826	10.6%
loan	8457	2.1%
debt	7861	2.0%
collection	7861	2.0%
Other values (9)	12035	3.0%

Most occurring characters

Value	Count	Frequency (%)
r	286453	11.2%
e	261706	10.2%
a	244285	9.5%
o	222165	8.7%
t	212502	8.3%
g	204101	8.0%
	195000	7.6%
c	192794	7.5%
n	116823	4.6%
M	102549	4.0%
Other values (20)	527496	20.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2158106	84.1%
Uppercase Letter	212768	8.3%
Space Separator	195000	7.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	286453	13.3%
e	261706	12.1%
a	244285	11.3%
o	222165	10.3%
t	212502	9.8%
g	204101	9.5%
c	192794	8.9%
n	116823	5.4%
i	97459	4.5%
d	89342	4.1%
Other values (11)	230476	10.7%

Uppercase Letter

Value	Count	Frequency (%)
M	102549	48.2%
C	48440	22.8%
B	44594	21.0%
D	7861	3.7%
L	5508	2.6%
S	2866	1.3%
P	718	0.3%
O	232	0.1%

Space Separator

Value	Count	Frequency (%)
	195000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2370874	92.4%
Common	195000	7.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	286453	12.1%
e	261706	11.0%
a	244285	10.3%
o	222165	9.4%
t	212502	9.0%
g	204101	8.6%
c	192794	8.1%
n	116823	4.9%
M	102549	4.3%
i	97459	4.1%
Other values (19)	430037	18.1%

Common

Value	Count	Frequency (%)
	195000	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2565874	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	286453	11.2%
e	261706	10.2%
a	244285	9.5%
o	222165	8.7%
t	212502	8.3%
g	204101	8.0%
	195000	7.6%
c	192794	7.5%
n	116823	4.6%
M	102549	4.0%
Other values (20)	527496	20.6%

Sub-product
Text

MISSING

Distinct	47
Distinct (%)	< 0.1%
Missing	43015
Missing (%)	20.8%
Memory size	1.6 MiB

Length

Max length	38
Median length	34
Mean length	19.67125331
Min length	4

Characters and Unicode

Total characters	3230905
Distinct characters	51
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	International money transfer
2nd row	Other bank product/service
3rd row	Other bank product/service
4th row	Conventional fixed mortgage
5th row	Other mortgage

Value	Count	Frequency (%)
mortgage	97024	22.6%
other	54314	12.6%
conventional	37065	8.6%
account	34766	8.1%
checking	31880	7.4%
fixed	27105	6.3%
loan	13435	3.1%
fha	11576	2.7%
credit	10628	2.5%
adjustable	9960	2.3%
Other values (76)	101732	23.7%

Most occurring characters

Value	Count	Frequency (%)
e	337909	10.5%
t	278091	8.6%
	265240	8.2%
o	259520	8.0%
a	229841	7.1%
g	229045	7.1%
n	226430	7.0%
r	198742	6.2%
i	141085	4.4%
c	139260	4.3%
Other values (41)	925742	28.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2698848	83.5%
Space Separator	265240	8.2%
Uppercase Letter	222693	6.9%
Other Punctuation	15135	0.5%
Close Punctuation	12992	0.4%
Open Punctuation	12992	0.4%
Dash Punctuation	2927	0.1%
Final Punctuation	78	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	337909	12.5%
t	278091	10.3%
o	259520	9.6%
a	229841	8.5%
g	229045	8.5%
n	226430	8.4%
r	198742	7.4%
i	141085	5.2%
c	139260	5.2%
m	104601	3.9%
Other values (15)	554324	20.5%

Uppercase Letter

Value	Count	Frequency (%)
C	76109	34.2%
O	54314	24.4%
A	23704	10.6%
H	17428	7.8%
F	11717	5.3%
M	11195	5.0%
R	10497	4.7%
V	5280	2.4%
S	3290	1.5%
N	2927	1.3%
Other values (8)	6232	2.8%

Other Punctuation

Value	Count	Frequency (%)
/	8565	56.6%
.	3942	26.0%
,	2628	17.4%

Space Separator

Value	Count	Frequency (%)
	265240	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	12992	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	12992	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2927	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	78	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2921541	90.4%
Common	309364	9.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	337909	11.6%
t	278091	9.5%
o	259520	8.9%
a	229841	7.9%
g	229045	7.8%
n	226430	7.8%
r	198742	6.8%
i	141085	4.8%
c	139260	4.8%
m	104601	3.6%
Other values (33)	777017	26.6%

Common

Value	Count	Frequency (%)
	265240	85.7%
)	12992	4.2%
(	12992	4.2%
/	8565	2.8%
.	3942	1.3%
-	2927	0.9%
,	2628	0.8%
’	78	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3230827	> 99.9%
Punctuation	78	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	337909	10.5%
t	278091	8.6%
	265240	8.2%
o	259520	8.0%
a	229841	7.1%
g	229045	7.1%
n	226430	7.0%
r	198742	6.2%
i	141085	4.4%
c	139260	4.3%
Other values (40)	925664	28.7%

Punctuation

Value	Count	Frequency (%)
’	78	100.0%

Issue
Text

Distinct	93
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

Length

Max length	40
Median length	39
Mean length	32.87727975
Min length	4

Characters and Unicode

Total characters	6814145
Distinct characters	47
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	Other transaction issues
2nd row	Account opening, closing, or management
3rd row	Making/receiving payments, sending money
4th row	Application, originator, mortgage broker
5th row	Loan modification,collection,foreclosure

Value	Count	Frequency (%)
loan	90816	12.6%
modification,collection,foreclosure	58940	8.2%
account	51239	7.1%
or	32681	4.5%
payments	30427	4.2%
servicing	26608	3.7%
escrow	26608	3.7%
opening	19948	2.8%
closing	19948	2.8%
management	19762	2.7%
Other values (183)	345730	47.8%

Most occurring characters

Value	Count	Frequency (%)
o	729404	10.7%
n	584175	8.6%
e	558059	8.2%
i	521890	7.7%
	515447	7.6%
c	482780	7.1%
t	415969	6.1%
a	401415	5.9%
r	350149	5.1%
s	306261	4.5%
Other values (37)	1948596	28.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5803627	85.2%
Space Separator	515447	7.6%
Other Punctuation	255908	3.8%
Uppercase Letter	239163	3.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	729404	12.6%
n	584175	10.1%
e	558059	9.6%
i	521890	9.0%
c	482780	8.3%
t	415969	7.2%
a	401415	6.9%
r	350149	6.0%
s	306261	5.3%
l	294187	5.1%
Other values (15)	1159338	20.0%

Uppercase Letter

Value	Count	Frequency (%)
L	87366	36.5%
A	35479	14.8%
C	22906	9.6%
D	17783	7.4%
P	11221	4.7%
M	10468	4.4%
B	9475	4.0%
O	8129	3.4%
U	6832	2.9%
T	5877	2.5%
Other values (7)	23627	9.9%

Other Punctuation

Value	Count	Frequency (%)
,	230059	89.9%
/	22185	8.7%
'	3455	1.4%
.	209	0.1%

Space Separator

Value	Count	Frequency (%)
	515447	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6042790	88.7%
Common	771355	11.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	729404	12.1%
n	584175	9.7%
e	558059	9.2%
i	521890	8.6%
c	482780	8.0%
t	415969	6.9%
a	401415	6.6%
r	350149	5.8%
s	306261	5.1%
l	294187	4.9%
Other values (32)	1398501	23.1%

Common

Value	Count	Frequency (%)
	515447	66.8%
,	230059	29.8%
/	22185	2.9%
'	3455	0.4%
.	209	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6814145	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	729404	10.7%
n	584175	8.6%
e	558059	8.2%
i	521890	7.7%
	515447	7.6%
c	482780	7.1%
t	415969	6.1%
a	401415	5.9%
r	350149	5.1%
s	306261	4.5%
Other values (37)	1948596	28.6%

Sub-issue
Text

MISSING

Distinct	57
Distinct (%)	0.6%
Missing	196913
Missing (%)	95.0%
Memory size	1.6 MiB

Length

Max length	40
Median length	37
Mean length	28.6804871
Min length	13

Characters and Unicode

Total characters	296757
Distinct characters	47
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Debt is not mine
2nd row	Not given enough info to verify debt
3rd row	Frequent or repeated calls
4th row	Not given enough info to verify debt
5th row	Account status

Value	Count	Frequency (%)
debt	4692	9.1%
not	3627	7.0%
to	3491	6.7%
info	1509	2.9%
enough	1493	2.9%
verify	1493	2.9%
given	1493	2.9%
is	1465	2.8%
mine	1465	2.8%
or	1142	2.2%
Other values (164)	29911	57.8%

Most occurring characters

Value	Count	Frequency (%)
	41434	14.0%
e	34734	11.7%
t	30794	10.4%
o	21830	7.4%
n	18712	6.3%
a	15429	5.2%
i	15349	5.2%
r	12381	4.2%
d	11106	3.7%
s	9405	3.2%
Other values (37)	85583	28.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	242700	81.8%
Space Separator	41434	14.0%
Uppercase Letter	10865	3.7%
Other Punctuation	1560	0.5%
Decimal Number	132	< 0.1%
Dash Punctuation	66	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	34734	14.3%
t	30794	12.7%
o	21830	9.0%
n	18712	7.7%
a	15429	6.4%
i	15349	6.3%
r	12381	5.1%
d	11106	4.6%
s	9405	3.9%
l	8120	3.3%
Other values (16)	64840	26.7%

Uppercase Letter

Value	Count	Frequency (%)
D	2771	25.5%
N	1678	15.4%
C	1333	12.3%
T	1215	11.2%
A	1171	10.8%
F	1071	9.9%
R	558	5.1%
I	420	3.9%
S	282	2.6%
H	187	1.7%
Other values (5)	179	1.6%

Other Punctuation

Value	Count	Frequency (%)
'	893	57.2%
/	667	42.8%

Decimal Number

Value	Count	Frequency (%)
8	66	50.0%
9	66	50.0%

Space Separator

Value	Count	Frequency (%)
	41434	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	66	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	253565	85.4%
Common	43192	14.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	34734	13.7%
t	30794	12.1%
o	21830	8.6%
n	18712	7.4%
a	15429	6.1%
i	15349	6.1%
r	12381	4.9%
d	11106	4.4%
s	9405	3.7%
l	8120	3.2%
Other values (31)	75705	29.9%

Common

Value	Count	Frequency (%)
	41434	95.9%
'	893	2.1%
/	667	1.5%
8	66	0.2%
-	66	0.2%
9	66	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	296757	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	41434	14.0%
e	34734	11.7%
t	30794	10.4%
o	21830	7.4%
n	18712	6.3%
a	15429	5.2%
i	15349	5.2%
r	12381	4.2%
d	11106	3.7%
s	9405	3.2%
Other values (37)	85583	28.8%

Consumer complaint narrative
Text

MISSING

Distinct	29345
Distinct (%)	99.8%
Missing	177869
Missing (%)	85.8%
Memory size	1.6 MiB

Length

Max length	5151
Median length	3082
Mean length	1298.24021
Min length	13

Characters and Unicode

Total characters	38156578
Distinct characters	96
Distinct categories	13 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	29303 ?
Unique (%)	99.7%

Sample

1st row	To whom it concerns, I would like to file a formal complaint against Citi Prepaid Services, regarding an outbound manual money transfer made on XX/XX/2016. The transfer was never delivered to my partners XXXX account with XXXX, and also was n't delivered to the intermediary bank, XXXX XXXX. We have been told by Citi Prepaid that the transfer left our account and should have been received on XX/XX/2016. Over a month ago Citi Prepaid informed us it was being elevated to their own personal investigations department and that we would hear from them regarding the status of our investigation. During this time frame we have heard nothing aside from that it is being investigated. We have been given zero updates with no regard for any questions we have risen concerning the status of this ongoing investigation. This is highly concerning as now we are worried that the money is lost or stolen and we have no support from Citi Prepaid Services in tracking the missing transfer. Their costumer services supervisor, XXXX, Informed us they can not give us a tracking number or any information, which seems unbelievable and suspicious. The effects of this situation go beyond just our missing money. My partner and I are damaging our credit ratings by the day, and due to a total lack of confidence in Citi Prepaid 's transfer system we are afraid to move more money into our personal accounts. I request that you respond to this compliant urgently. Yours Sincerely,
2nd row	My name is XXXX XXXX XXXX and huband name is XXXX XXXX XXXX I am filing complaint regarding a finanical company, name OneMain Finanical XXXX address XXXX XXXX XXXX, XXXX XXXX XXXX, XXXX, TX XXXX their phone number XXXX they have an account which they are telling us it our account the account number is XXXX open XX/XX/XXXX, joint account installment account loan type is unserured. I have a company name XXXX XXXX which is helping us and they have send letters on our behalf. The company information is ( C ) XXXX XXXX XXXX ( R ). All rights reserved. XXXX XXXX XXXX, Attorney at Law, XXXX XXXX XXXX XXXX, and of counsel attorneys. XXXX XXXX XXXX XXXX, XXXX XXXX XXXX Utah, XXXX of Use Privacy Policy Email Preferences. Credit Access. Attorney XXXX, phone number XXXX. My email is how they find our information and verified is I who is calling my husband have his own account with the XXXX XXXX XXXX, it with my email. XXXXXXXXXXXX my address XXXX XXXX XXXX XXXX, XXXX XXXX, PA XXXX, my phone number is XXXX, birthday XX/XX/XXXX. My complaint is that this company is accusing us of owning XXXX the high balance is {$17000.00} from XX/XX/XXXX to XX/XX/XXXX pay status is a charge off the account number they have on file is XXXX. XXXX XXXX have wrote letters at least every sixty day since XX/XX/XXXX. They have send us letters refusing to take this the credit report off our credit bureaus, because they have tell me that all XXXX credit reporting agencies have the same information. Now from my understanding it is the company that report to these credit agencies, XXXX, XXXX and XXXX so that is not correct statement since, OneMain Financial reported this information to the credit agencies. I truely do not know this company and never dealt with them that I am aware of. I and my husband need help under credit laws that said this have to be an accurate reporting and this company have not given correct information. The XXXX Lax company have did every thing under law to help us. Please help us. Thank You for whatever you can do to bring the truth to light.
3rd row	XXXX 2015 : I called to make a payment on XXXX, asked the rep directly if they could waive any of the late fees from previous months since I was catching up from being XXXX payment behind. In previous calls trying to catch up I asked if I had late fees to pay and reps at times said no. What they really meant was you do n't have to pay them now. Slightly inaccurate when a customer ( me ) asks what is my late fee or when does it apply. Last XXXX XXXX, I called to make a payment ; the young lady said late fees go into effect on the XXXX so I could have a manager call me back. Wrong! Yes a manager could call me back but a late fee was applied to my account {$28.00} for waiting to hear back from a manager. I still offered to make a payment Thursday the XXXX so it 's Super upsetting to incur any fee for something you ask about directly and are misinformed about. She was wrong about the late feeShe was wrong about having a manger call me back. Someone called saying they were from US Bank and left vm with general XXXX numbers and no name. so I had to call back XXXX and start the request for manager to call back all over again. This is all happening so fast my XXXX credit rating has slipped below XXXX. Thanks US Bank for making it so difficult to get accurate information about payment and fees information. Your reps are wildly inconsistent. Are they trying to drive customers into further default? Is US Bank trying to cause consumers to default on home mortgages and they foreclose on them? I 'm back to work as will be paid in full as of XX/XX/2015. How about the rest of their customers who are n't as fortunate and have to go through the repeated misinformation and delays associated with trying to get right information and make right amounts of payments to get out from default. God bless ... Please advise ... XXXX XXXX
4th row	Mortgage Fraud, defective title, defective mortgage, inflated appraisal. The mortgage companies appraiser partially retired, showed up extremely intoxicated falling on our side walk gashing his head before the appraisal took place, after providing him with a wash cloth, the appraisal was cut short and not complete or accurate. Mortgage was bought and sold without my knowledge several times each time the amounts owed would be different, I have kept the documents through the years. Over a year ago it came to my attention that the title was defective, the house is on the middle lot which is not listed or a on the mortgage. I notified the mortgage company of this error and after no response I filed an motion in court to have the defective mortgage dismissed, the mortgage company did not follow through with this. Now more than a year later they have filed in court to have the mortgage reformed and for foreclosure, I lost my job of 20 years and have not been able to find on since and am very behind in payments. The forclosure notice was not served the mortgage company has asked for the court proceedings to be put on the fast track which denies a trial and evidence or witnesses, this proceeding is complex with many documents of evidence and facts not appropriate for the fast track " XXXX '' also known as the fast track to injustice as your right to a trial and to be heard are denied, justice denied. The mortgage is defective, it was brought to their attention over a year ago. The appraisal was inflated, the chain of command of the title is fraudulent and payments and insurance payments were not properly applied throughout the years. The mortgage company never paid the taxes on the middle lot as they did on the other XXXX lots, they only paid the taxes on the XXXX lots listed on the mortgage. Violation of Unfair and Deceptive Trade Practices Act. a ) Failing to promptly and/or properly pay taxes or insurance premiums when due, so that the maximum tax discount available to Defendants could be obtained on Defendants ' property and so that insurance coverage on the property would not lapse. b ) Failing to provide Defendants with an annual statement of the escrow account kept for payment of taxes and insurance. Charging excessive fees and making payments of fees to parties not entitled to receive them. TILA Rescission. The mortgage and note which are the subject of this action have been rescinded and therefore the mortgage ( s ) and note ( s ) are void. Unclean Hand. Plaintiff has unclean hands due to its actions described below and therefore is prohibited from obtaining equitable relief of foreclosure. As a matter of equity, this Court should refuse to foreclose this mortgage because acceleration of this note would be inequitable, unjust, and unconscionable. Plaintiff has waived the right to acceleration due to intentionally misleading and reckless conduct for which it is liable Lack of Jurisdiction. It appears on the face of the complaint that a person other than the Plaintiff was the true owner of the claim sued upon at the time this action was filed and that the Plaintiff is not the real party in interest and is not shown to be authorized to bring this foreclosure action. ( middle lot with house is still in my name only and not listed on the mortgage ) I was never served the documents : Failure to Provide FDCPA Notice. Plaintiff brought this action without providing notice to Defendant of Defendant 's right to dispute the debt, pursuant to the Fair Debt Collection Practices Act. As indicated in the Notice attached to the Complaint, filed XX/XX/XXXX, but not served upon Defendant until XX/XX/XXXX. Plaintiff is required to notify Defendant, pursuant to 15 U.S.C 1601, et seq., that Defendant may dispute the debt and Plaintiff is required to provide verisifcation fo the debt. Mortgage and/or its agents made false statements
5th row	I have problem with the bank checking account of my husband. He passed away in XXXX XXXX, XXXX. He has this account only under his name, and the montly bank statement only shows his name, but I am the beneficiary of his account. He oppened this bank account around XXXX or XXXX in Texas. Him always worked in differents state because he did XXXX work in XXXX. In XXXX XXXX I came from XXXX, but we married in XXXX. We moved together in diferents states but in XXXX, we came to XXXX and he add me as his beneficiary. He does n't have more children, only XXXX with me XXXX is XXXX years old and the other XXXX in XXXX years old. We visited the location of bank of America in XXXX XXXX XXXX. My husband explain to the worker than he need my name in the account only as a beneficiary. The worker from this bank added my name, I gave my personal documents, passport and social security number. But he never gave us any document to bring at home. That is comun in the bank they normaly do n't provide any document to the owner or to the beneficiary. The information only stay in the system in the bank. My husband was 100 % sure, because he knew if he passed away my name is in the system as a beneficiary. The worker say if he some day died, you do n't need to aprove with any court document only with his dead certificate. We never did something else like a will, because we did the same with other banks. When my husband passed away I went to the office of Bank of America XXXX XXXX XXXX XXXX, XXXX XXXX, XXXX ( XXXX ) XXXX XXXX/XXXX/XXXX around XXXX I did explain about my husband passed away XXXX of the ladies in the desk. She said, " You are the beneficiary of the occount. I can see your name. The only thing we need from you is the dead certificate of your husband account. Please call this number and you can fax the dead certificate. She gave me the phone number and I call the phone number of the bank of America, the same I visited, because they speak XXXX, but they connect the phone line with other company or department/ area of bank of america the name is XXXX XXXX XXXX this men told me he is the XXXX who works with the people when some XXXX XXXX, he has to register the information and I explain my situation and he said, to confirm your information give your full name and home address, and I gave this information by phone and he said you are the same I have in my sistem the only thing I need is your husband dead certificate, send me the fax to XXXX, I send this fax, I called to the phone number of bank of amercia XXXX to know if they have the dead certificate, but they said we do n't have it. I decided to visit the office of Bank of America in XXXX XXXX XXXX XXXX, XXXX XXXX, XXXX ( XXXX ) XXXX. The manager talk with me, I said I need to send this dead certificate by fax. She said I am no able to see your name as a beneficiary because your husband only have the account under his name and in the bank statement is only under his name. I said, I know that because benefciaries or PPO, do n't show the name in the bank statement. But I know i am the beneficiary, I spoke with XXXX employes before you and they said my name it is in the system, I said please give the name of the men, the XXXX I spoke XXXX, you have all my phone call in the system and you can see that, and she said his name is not here. Only I have the information about your call and I have the name of the men who help you with the traslation but I do n't have the other name. I felt so bad because I knew she was hiding me information. She call by phone some one else maybe XXXX of the employes XXXX, and the manager of the bank in XXXX XXXX said, you need too show me a document for the court which include you are the owner of your husband account. I said I do n't need that, because I am the beneficiary of my husband account.

Value	Count	Frequency (%)
the	310784	4.4%
i	255992	3.6%
xxxx	254816	3.6%
to	238465	3.4%
and	186352	2.7%
a	145518	2.1%
	135094	1.9%
my	133949	1.9%
of	123835	1.8%
that	109691	1.6%
Other values (45748)	5119022	73.0%

Most occurring characters

Value	Count	Frequency (%)
	6984663	18.3%
e	3460475	9.1%
t	2672673	7.0%
a	2412921	6.3%
o	2066627	5.4%
n	2000059	5.2%
i	1725469	4.5%
r	1541400	4.0%
s	1514258	4.0%
h	1317870	3.5%
Other values (86)	12460163	32.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	27189775	71.3%
Space Separator	6984764	18.3%
Uppercase Letter	2603073	6.8%
Other Punctuation	795516	2.1%
Decimal Number	331963	0.9%
Close Punctuation	64953	0.2%
Open Punctuation	63148	0.2%
Control	55041	0.1%
Currency Symbol	40344	0.1%
Dash Punctuation	25844	0.1%
Other values (3)	2157	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	3460475	12.7%
t	2672673	9.8%
a	2412921	8.9%
o	2066627	7.6%
n	2000059	7.4%
i	1725469	6.3%
r	1541400	5.7%
s	1514258	5.6%
h	1317870	4.8%
d	1237003	4.5%
Other values (16)	7241020	26.6%

Uppercase Letter

Value	Count	Frequency (%)
X	1298674	49.9%
I	306889	11.8%
T	115414	4.4%
A	110510	4.2%
C	87501	3.4%
E	66235	2.5%
S	62990	2.4%
O	58693	2.3%
W	56531	2.2%
B	56324	2.2%
Other values (16)	383312	14.7%

Other Punctuation

Value	Count	Frequency (%)
.	384124	48.3%
,	195565	24.6%
'	78558	9.9%
/	71319	9.0%
"	17115	2.2%
!	10908	1.4%
:	8949	1.1%
?	8754	1.1%
;	5377	0.7%
%	5205	0.7%
Other values (5)	9642	1.2%

Decimal Number

Value	Count	Frequency (%)
0	167217	50.4%
1	42151	12.7%
2	35497	10.7%
5	22261	6.7%
6	16552	5.0%
3	16275	4.9%
4	11513	3.5%
7	7544	2.3%
9	6835	2.1%
8	6118	1.8%

Math Symbol

Value	Count	Frequency (%)
+	696	44.8%
=	493	31.8%
~	216	13.9%
>	72	4.6%
\|	63	4.1%
<	12	0.8%

Open Punctuation

Value	Count	Frequency (%)
{	37287	59.0%
(	25419	40.3%
[	442	0.7%

Close Punctuation

Value	Count	Frequency (%)
}	37283	57.4%
)	27228	41.9%
]	442	0.7%

Space Separator

Value	Count	Frequency (%)
	6984663	> 99.9%
	101	< 0.1%

Control

Value	Count	Frequency (%)
	55041	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	40344	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	25844	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	551	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	54	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	29792848	78.1%
Common	8363730	21.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	3460475	11.6%
t	2672673	9.0%
a	2412921	8.1%
o	2066627	6.9%
n	2000059	6.7%
i	1725469	5.8%
r	1541400	5.2%
s	1514258	5.1%
h	1317870	4.4%
X	1298674	4.4%
Other values (42)	9782422	32.8%

Common

Value	Count	Frequency (%)
	6984663	83.5%
.	384124	4.6%
,	195565	2.3%
0	167217	2.0%
'	78558	0.9%
/	71319	0.9%
	55041	0.7%
1	42151	0.5%
$	40344	0.5%
{	37287	0.4%
Other values (34)	307461	3.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	38156477	> 99.9%
None	101	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	6984663	18.3%
e	3460475	9.1%
t	2672673	7.0%
a	2412921	6.3%
o	2066627	5.4%
n	2000059	5.2%
i	1725469	4.5%
r	1541400	4.0%
s	1514258	4.0%
h	1317870	3.5%
Other values (85)	12460062	32.7%

None

Value	Count	Frequency (%)
	101	100.0%

Company public response
Text

MISSING

Distinct	8
Distinct (%)	< 0.1%
Missing	148802
Missing (%)	71.8%
Memory size	1.6 MiB

Length

Max length	119
Median length	95
Mean length	76.85887304
Min length	48

Characters and Unicode

Total characters	4493016
Distinct characters	27
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	< 0.1%

Sample

1st row	Company has responded to the consumer and the CFPB and chooses not to provide a public response
2nd row	Company chooses not to provide a public response
3rd row	Company chooses not to provide a public response
4th row	Company has responded to the consumer and the CFPB and chooses not to provide a public response
5th row	Company has responded to the consumer and the CFPB and chooses not to provide a public response

Value	Count	Frequency (%)
to	94253	11.9%
the	71725	9.1%
and	71716	9.1%
company	58461	7.4%
a	58395	7.4%
provide	58393	7.4%
response	58393	7.4%
public	58393	7.4%
not	58393	7.4%
chooses	58393	7.4%
Other values (41)	144085	18.2%

Most occurring characters

Value	Count	Frequency (%)
	732142	16.3%
o	516671	11.5%
e	413269	9.2%
s	341292	7.6%
n	318767	7.1%
p	269694	6.0%
a	224860	5.0%
t	224756	5.0%
d	201959	4.5%
r	188828	4.2%
Other values (17)	1060778	23.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3558984	79.2%
Space Separator	732142	16.3%
Uppercase Letter	201890	4.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	516671	14.5%
e	413269	11.6%
s	341292	9.6%
n	318767	9.0%
p	269694	7.6%
a	224860	6.3%
t	224756	6.3%
d	201959	5.7%
r	188828	5.3%
h	166037	4.7%
Other values (12)	692851	19.5%

Uppercase Letter

Value	Count	Frequency (%)
C	94316	46.7%
F	35858	17.8%
P	35858	17.8%
B	35858	17.8%

Space Separator

Value	Count	Frequency (%)
	732142	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3760874	83.7%
Common	732142	16.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	516671	13.7%
e	413269	11.0%
s	341292	9.1%
n	318767	8.5%
p	269694	7.2%
a	224860	6.0%
t	224756	6.0%
d	201959	5.4%
r	188828	5.0%
h	166037	4.4%
Other values (16)	894741	23.8%

Common

Value	Count	Frequency (%)
	732142	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4493016	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	732142	16.3%
o	516671	11.5%
e	413269	9.2%
s	341292	7.6%
n	318767	7.1%
p	269694	6.0%
a	224860	5.0%
t	224756	5.0%
d	201959	4.5%
r	188828	4.2%
Other values (17)	1060778	23.6%

Company
Text

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

Length

Max length	37
Median length	21
Mean length	24.15883914
Min length	12

Characters and Unicode

Total characters	5007161
Distinct characters	25
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	CITIBANK, N.A.
2nd row	CITIBANK, N.A.
3rd row	U.S. BANCORP
4th row	JPMORGAN CHASE & CO.
5th row	BANK OF AMERICA, NATIONAL ASSOCIATION

Value	Count	Frequency (%)
	95281	11.9%
bank	65440	8.2%
of	65440	8.2%
america	65440	8.2%
national	65440	8.2%
association	65440	8.2%
wells	53111	6.6%
fargo	53111	6.6%
company	53111	6.6%
jpmorgan	42170	5.3%
Other values (6)	177418	22.1%

Most occurring characters

Value	Count	Frequency (%)
A	729522	14.6%
	594142	11.9%
O	464520	9.3%
N	437921	8.7%
I	330442	6.6%
C	314870	6.3%
S	238359	4.8%
R	172919	3.5%
L	171662	3.4%
T	165221	3.3%
Other values (15)	1387583	27.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	4082709	81.5%
Space Separator	594142	11.9%
Other Punctuation	330310	6.6%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	729522	17.9%
O	464520	11.4%
N	437921	10.7%
I	330442	8.1%
C	314870	7.7%
S	238359	5.8%
R	172919	4.2%
L	171662	4.2%
T	165221	4.0%
M	160721	3.9%
Other values (11)	896552	22.0%

Other Punctuation

Value	Count	Frequency (%)
.	135248	40.9%
,	99781	30.2%
&	95281	28.8%

Space Separator

Value	Count	Frequency (%)
	594142	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4082709	81.5%
Common	924452	18.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	729522	17.9%
O	464520	11.4%
N	437921	10.7%
I	330442	8.1%
C	314870	7.7%
S	238359	5.8%
R	172919	4.2%
L	171662	4.2%
T	165221	4.0%
M	160721	3.9%
Other values (11)	896552	22.0%

Common

Value	Count	Frequency (%)
	594142	64.3%
.	135248	14.6%
,	99781	10.8%
&	95281	10.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5007161	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	729522	14.6%
	594142	11.9%
O	464520	9.3%
N	437921	8.7%
I	330442	6.6%
C	314870	6.3%
S	238359	4.8%
R	172919	3.5%
L	171662	3.4%
T	165221	3.3%
Other values (15)	1387583	27.7%

State
Text

MISSING

Distinct	62
Distinct (%)	< 0.1%
Missing	2194
Missing (%)	1.1%
Memory size	1.6 MiB

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	410132
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	PA
2nd row	PA
3rd row	VA
4th row	GA
5th row	GA

Value	Count	Frequency (%)
ca	37505	18.3%
fl	20134	9.8%
ny	15616	7.6%
tx	12123	5.9%
nj	9242	4.5%
ga	9054	4.4%
il	7482	3.6%
md	6400	3.1%
pa	6303	3.1%
va	5947	2.9%
Other values (52)	75260	36.7%

Most occurring characters

Value	Count	Frequency (%)
A	77827	19.0%
C	53041	12.9%
N	43330	10.6%
L	30522	7.4%
M	23567	5.7%
F	20151	4.9%
I	19329	4.7%
T	18765	4.6%
Y	16891	4.1%
O	15426	3.8%
Other values (14)	91283	22.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	410132	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	77827	19.0%
C	53041	12.9%
N	43330	10.6%
L	30522	7.4%
M	23567	5.7%
F	20151	4.9%
I	19329	4.7%
T	18765	4.6%
Y	16891	4.1%
O	15426	3.8%
Other values (14)	91283	22.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	410132	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	77827	19.0%
C	53041	12.9%
N	43330	10.6%
L	30522	7.4%
M	23567	5.7%
F	20151	4.9%
I	19329	4.7%
T	18765	4.6%
Y	16891	4.1%
O	15426	3.8%
Other values (14)	91283	22.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	410132	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	77827	19.0%
C	53041	12.9%
N	43330	10.6%
L	30522	7.4%
M	23567	5.7%
F	20151	4.9%
I	19329	4.7%
T	18765	4.6%
Y	16891	4.1%
O	15426	3.8%
Other values (14)	91283	22.3%

ZIP code
Text

MISSING

Distinct	12612
Distinct (%)	6.4%
Missing	9286
Missing (%)	4.5%
Memory size	1.6 MiB

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	989870
Distinct characters	16
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3795 ?
Unique (%)	1.9%

Sample

1st row	151XX
2nd row	152XX
3rd row	22406
4th row	30044
5th row	30044

Value	Count	Frequency (%)
945xx	613	0.3%
070xx	601	0.3%
117xx	555	0.3%
900xx	513	0.3%
331xx	510	0.3%
334xx	497	0.3%
300xx	469	0.2%
100xx	455	0.2%
080xx	449	0.2%
750xx	446	0.2%
Other values (12602)	192866	97.4%

Most occurring characters

Value	Count	Frequency (%)
0	138010	13.9%
X	124148	12.5%
1	107470	10.9%
3	103821	10.5%
2	99567	10.1%
9	80117	8.1%
4	72743	7.3%
7	70831	7.2%
5	67349	6.8%
8	65029	6.6%
Other values (6)	60785	6.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	865700	87.5%
Uppercase Letter	124148	12.5%
Dash Punctuation	17	< 0.1%
Other Punctuation	4	< 0.1%
Modifier Symbol	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	138010	15.9%
1	107470	12.4%
3	103821	12.0%
2	99567	11.5%
9	80117	9.3%
4	72743	8.4%
7	70831	8.2%
5	67349	7.8%
8	65029	7.5%
6	60763	7.0%

Other Punctuation

Value	Count	Frequency (%)
*	2	50.0%
.	1	25.0%
!	1	25.0%

Uppercase Letter

Value	Count	Frequency (%)
X	124148	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	17	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	865722	87.5%
Latin	124148	12.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	138010	15.9%
1	107470	12.4%
3	103821	12.0%
2	99567	11.5%
9	80117	9.3%
4	72743	8.4%
7	70831	8.2%
5	67349	7.8%
8	65029	7.5%
6	60763	7.0%
Other values (5)	22	< 0.1%

Latin

Value	Count	Frequency (%)
X	124148	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	989870	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	138010	13.9%
X	124148	12.5%
1	107470	10.9%
3	103821	10.5%
2	99567	10.1%
9	80117	8.1%
4	72743	7.3%
7	70831	7.2%
5	67349	6.8%
8	65029	6.6%
Other values (6)	60785	6.1%

Tags
Text

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	178995
Missing (%)	86.4%
Memory size	1.6 MiB

Length

Max length	29
Median length	14
Mean length	15.00367946
Min length	13

Characters and Unicode

Total characters	424079
Distinct characters	16
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Older American
2nd row	Servicemember
3rd row	Older American
4th row	Servicemember
5th row	Older American

Value	Count	Frequency (%)
older	20934	40.6%
american	20934	40.6%
servicemember	9711	18.8%

Most occurring characters

Value	Count	Frequency (%)
e	80712	19.0%
r	61290	14.5%
m	40356	9.5%
i	30645	7.2%
c	30645	7.2%
	23314	5.5%
O	20934	4.9%
l	20934	4.9%
d	20934	4.9%
A	20934	4.9%
Other values (6)	73381	17.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	346806	81.8%
Uppercase Letter	51579	12.2%
Space Separator	23314	5.5%
Other Punctuation	2380	0.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	80712	23.3%
r	61290	17.7%
m	40356	11.6%
i	30645	8.8%
c	30645	8.8%
l	20934	6.0%
d	20934	6.0%
a	20934	6.0%
n	20934	6.0%
v	9711	2.8%

Uppercase Letter

Value	Count	Frequency (%)
O	20934	40.6%
A	20934	40.6%
S	9711	18.8%

Space Separator

Value	Count	Frequency (%)
	23314	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	2380	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	398385	93.9%
Common	25694	6.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	80712	20.3%
r	61290	15.4%
m	40356	10.1%
i	30645	7.7%
c	30645	7.7%
O	20934	5.3%
l	20934	5.3%
d	20934	5.3%
A	20934	5.3%
a	20934	5.3%
Other values (4)	50067	12.6%

Common

Value	Count	Frequency (%)
	23314	90.7%
,	2380	9.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	424079	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	80712	19.0%
r	61290	14.5%
m	40356	9.5%
i	30645	7.2%
c	30645	7.2%
	23314	5.5%
O	20934	4.9%
l	20934	4.9%
d	20934	4.9%
A	20934	4.9%
Other values (6)	73381	17.3%

Consumer consent provided?
Text

MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	155947
Missing (%)	75.2%
Memory size	1.6 MiB

Length

Max length	20
Median length	16
Mean length	17.06789702
Min length	5

Characters and Unicode

Total characters	875805
Distinct characters	16
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Consent provided
2nd row	Consent provided
3rd row	Consent provided
4th row	Consent provided
5th row	Consent provided

Value	Count	Frequency (%)
consent	49121	40.9%
provided	49120	40.9%
not	19727	16.4%
other	2192	1.8%
withdrawn	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
n	117970	13.5%
o	117968	13.5%
e	100433	11.5%
d	98241	11.2%
t	71041	8.1%
	68848	7.9%
r	51313	5.9%
C	49121	5.6%
s	49121	5.6%
i	49121	5.6%
Other values (6)	102628	11.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	755644	86.3%
Space Separator	68848	7.9%
Uppercase Letter	51313	5.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	117970	15.6%
o	117968	15.6%
e	100433	13.3%
d	98241	13.0%
t	71041	9.4%
r	51313	6.8%
s	49121	6.5%
i	49121	6.5%
p	49120	6.5%
v	49120	6.5%
Other values (3)	2196	0.3%

Uppercase Letter

Value	Count	Frequency (%)
C	49121	95.7%
O	2192	4.3%

Space Separator

Value	Count	Frequency (%)
	68848	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	806957	92.1%
Common	68848	7.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	117970	14.6%
o	117968	14.6%
e	100433	12.4%
d	98241	12.2%
t	71041	8.8%
r	51313	6.4%
C	49121	6.1%
s	49121	6.1%
i	49121	6.1%
p	49120	6.1%
Other values (5)	53508	6.6%

Common

Value	Count	Frequency (%)
	68848	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	875805	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	117970	13.5%
o	117968	13.5%
e	100433	11.5%
d	98241	11.2%
t	71041	8.1%
	68848	7.9%
r	51313	5.9%
C	49121	5.6%
s	49121	5.6%
i	49121	5.6%
Other values (6)	102628	11.7%

Submitted via
Text

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

Length

Max length	11
Median length	3
Mean length	5.05120139
Min length	3

Characters and Unicode

Total characters	1046912
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Web
2nd row	Web
3rd row	Web
4th row	Phone
5th row	Referral

Value	Count	Frequency (%)
web	115010	52.6%
referral	59558	27.2%
phone	17530	8.0%
postal	11506	5.3%
mail	11506	5.3%
fax	3539	1.6%
email	117	0.1%

Most occurring characters

Value	Count	Frequency (%)
e	251656	24.0%
r	119116	11.4%
W	115010	11.0%
b	115010	11.0%
a	86226	8.2%
l	82687	7.9%
R	59558	5.7%
f	59558	5.7%
o	29036	2.8%
P	29036	2.8%
Other values (10)	100019	9.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	828146	79.1%
Uppercase Letter	207260	19.8%
Space Separator	11506	1.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	251656	30.4%
r	119116	14.4%
b	115010	13.9%
a	86226	10.4%
l	82687	10.0%
f	59558	7.2%
o	29036	3.5%
h	17530	2.1%
n	17530	2.1%
m	11623	1.4%
Other values (4)	38174	4.6%

Uppercase Letter

Value	Count	Frequency (%)
W	115010	55.5%
R	59558	28.7%
P	29036	14.0%
F	3539	1.7%
E	117	0.1%

Space Separator

Value	Count	Frequency (%)
	11506	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1035406	98.9%
Common	11506	1.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	251656	24.3%
r	119116	11.5%
W	115010	11.1%
b	115010	11.1%
a	86226	8.3%
l	82687	8.0%
R	59558	5.8%
f	59558	5.8%
o	29036	2.8%
P	29036	2.8%
Other values (9)	88513	8.5%

Common

Value	Count	Frequency (%)
	11506	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1046912	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	251656	24.0%
r	119116	11.4%
W	115010	11.0%
b	115010	11.0%
a	86226	8.2%
l	82687	7.9%
R	59558	5.7%
f	59558	5.7%
o	29036	2.8%
P	29036	2.8%
Other values (10)	100019	9.6%

Date sent to company
Text

Distinct	1898
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	2072600
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	38 ?
Unique (%)	< 0.1%

Sample

1st row	2016-10-29
2nd row	2015-03-27
3rd row	2015-04-22
4th row	2013-04-30
5th row	2013-05-31

Value	Count	Frequency (%)
2012-06-21	460	0.2%
2012-06-15	359	0.2%
2013-08-22	308	0.1%
2013-01-17	303	0.1%
2014-02-07	297	0.1%
2013-09-05	297	0.1%
2012-06-04	295	0.1%
2013-01-14	284	0.1%
2012-05-29	281	0.1%
2013-01-22	279	0.1%
Other values (1888)	204097	98.5%

Most occurring characters

Value	Count	Frequency (%)
0	466880	22.5%
-	414520	20.0%
1	380602	18.4%
2	366895	17.7%
3	94636	4.6%
6	79485	3.8%
5	73430	3.5%
4	72681	3.5%
7	47532	2.3%
9	38010	1.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1658080	80.0%
Dash Punctuation	414520	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	466880	28.2%
1	380602	23.0%
2	366895	22.1%
3	94636	5.7%
6	79485	4.8%
5	73430	4.4%
4	72681	4.4%
7	47532	2.9%
9	38010	2.3%
8	37929	2.3%

Dash Punctuation

Value	Count	Frequency (%)
-	414520	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2072600	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	466880	22.5%
-	414520	20.0%
1	380602	18.4%
2	366895	17.7%
3	94636	4.6%
6	79485	3.8%
5	73430	3.5%
4	72681	3.5%
7	47532	2.3%
9	38010	1.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2072600	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	466880	22.5%
-	414520	20.0%
1	380602	18.4%
2	366895	17.7%
3	94636	4.6%
6	79485	3.8%
5	73430	3.5%
4	72681	3.5%
7	47532	2.3%
9	38010	1.8%

Company response to consumer
Text

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

Length

Max length	31
Median length	23
Mean length	23.80850622
Min length	6

Characters and Unicode

Total characters	4934551
Distinct characters	22
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Closed with explanation
2nd row	Closed with explanation
3rd row	Closed with monetary relief
4th row	Closed with explanation
5th row	Closed with explanation

Value	Count	Frequency (%)
closed	207085	31.4%
with	193692	29.4%
explanation	148930	22.6%
relief	55881	8.5%
monetary	22918	3.5%
non-monetary	19005	2.9%
without	11119	1.7%
untimely	175	< 0.1%
response	175	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	510225	10.3%
	451720	9.2%
o	428237	8.7%
l	412071	8.4%
i	409797	8.3%
t	406958	8.2%
n	378143	7.7%
a	339783	6.9%
s	207435	4.2%
C	207085	4.2%
Other values (12)	1183097	24.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4256566	86.3%
Space Separator	451720	9.2%
Uppercase Letter	207260	4.2%
Dash Punctuation	19005	0.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	510225	12.0%
o	428237	10.1%
l	412071	9.7%
i	409797	9.6%
t	406958	9.6%
n	378143	8.9%
a	339783	8.0%
s	207435	4.9%
d	207085	4.9%
w	204811	4.8%
Other values (8)	752021	17.7%

Uppercase Letter

Value	Count	Frequency (%)
C	207085	99.9%
U	175	0.1%

Space Separator

Value	Count	Frequency (%)
	451720	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	19005	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4463826	90.5%
Common	470725	9.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	510225	11.4%
o	428237	9.6%
l	412071	9.2%
i	409797	9.2%
t	406958	9.1%
n	378143	8.5%
a	339783	7.6%
s	207435	4.6%
C	207085	4.6%
d	207085	4.6%
Other values (10)	957007	21.4%

Common

Value	Count	Frequency (%)
	451720	96.0%
-	19005	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4934551	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	510225	10.3%
	451720	9.2%
o	428237	8.7%
l	412071	8.4%
i	409797	8.3%
t	406958	8.2%
n	378143	7.7%
a	339783	6.9%
s	207435	4.2%
C	207085	4.2%
Other values (12)	1183097	24.0%

Timely response?
Text

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

Length

Max length	3
Median length	3
Mean length	2.977530638
Min length	2

Characters and Unicode

Total characters	617123
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Yes
2nd row	Yes
3rd row	Yes
4th row	Yes
5th row	Yes

Value	Count	Frequency (%)
yes	202603	97.8%
no	4657	2.2%

Most occurring characters

Value	Count	Frequency (%)
Y	202603	32.8%
e	202603	32.8%
s	202603	32.8%
N	4657	0.8%
o	4657	0.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	409863	66.4%
Uppercase Letter	207260	33.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	202603	49.4%
s	202603	49.4%
o	4657	1.1%

Uppercase Letter

Value	Count	Frequency (%)
Y	202603	97.8%
N	4657	2.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	617123	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
Y	202603	32.8%
e	202603	32.8%
s	202603	32.8%
N	4657	0.8%
o	4657	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	617123	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
Y	202603	32.8%
e	202603	32.8%
s	202603	32.8%
N	4657	0.8%
o	4657	0.8%

Consumer disputed?
Text

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.6 MiB

Length

Max length	3
Median length	2
Mean length	2.216650584
Min length	2

Characters and Unicode

Total characters	459423
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	Yes
5th row	No

Value	Count	Frequency (%)
no	162357	78.3%
yes	44903	21.7%

Most occurring characters

Value	Count	Frequency (%)
N	162357	35.3%
o	162357	35.3%
Y	44903	9.8%
e	44903	9.8%
s	44903	9.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	252163	54.9%
Uppercase Letter	207260	45.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	162357	64.4%
e	44903	17.8%
s	44903	17.8%

Uppercase Letter

Value	Count	Frequency (%)
N	162357	78.3%
Y	44903	21.7%

Most occurring scripts

Value	Count	Frequency (%)
Latin	459423	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	162357	35.3%
o	162357	35.3%
Y	44903	9.8%
e	44903	9.8%
s	44903	9.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	459423	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	162357	35.3%
o	162357	35.3%
Y	44903	9.8%
e	44903	9.8%
s	44903	9.8%

Complaint ID
Real number (ℝ)

UNIQUE

Distinct	207260
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1028618.835

Minimum	22
Maximum	2412707
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 MiB

Quantile statistics

Minimum	22
5-th percentile	54355.5
Q1	345621.75
median	920972
Q3	1710703.75
95-th percentile	2264221.95
Maximum	2412707
Range	2412685
Interquartile range (IQR)	1365082

Descriptive statistics

Standard deviation	753334.843
Coefficient of variation (CV)	0.7323751203
Kurtosis	-1.309556439
Mean	1028618.835
Median Absolute Deviation (MAD)	672060
Skewness	0.273029066
Sum	2.131915397 × 10¹¹
Variance	5.675133856 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2180490	1	< 0.1%
1544136	1	< 0.1%
805211	1	< 0.1%
124159	1	< 0.1%
2366997	1	< 0.1%
11359	1	< 0.1%
316129	1	< 0.1%
198807	1	< 0.1%
24552	1	< 0.1%
982444	1	< 0.1%
Other values (207250)	207250	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
22	1	< 0.1%
24	1	< 0.1%
26	1	< 0.1%
36	1	< 0.1%
39	1	< 0.1%

Value	Count	Frequency (%)
2412707	1	< 0.1%
2412680	1	< 0.1%
2412669	1	< 0.1%
2412644	1	< 0.1%
2412589	1	< 0.1%

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Close Punctuation

Open Punctuation

Dash Punctuation

Final Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Punctuation

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Decimal Number

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter